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September 22, 2022

Building safer dialogue agents - Google DeepMind

September 22, 2022Frontier Models

Summary

Building safer dialogue agents  Google DeepMind

Impact Areas

risk
strategic
cost

Sector Impact

For the Frontier Models sector, this pushes development towards more constrained and verifiable safety protocols, creating a trade-off between raw capability and reliable behavior. In cybersecurity, safer dialogue agents reduce the risk of AI being exploited for social engineering or other attacks.

Analysis Perspective
Executive Perspective

Businesses deploying dialogue AI in customer service or other applications need to prioritize safety to mitigate risks associated with harmful or biased outputs. This research highlights the importance of investing in safety measures, which could initially increase costs but ultimately improve customer trust, reduce legal risks, and streamline operational workflows by minimizing the need for human intervention to correct errors.

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Companies Mentioned
Technologies
LLM